Bearing Fault Diagnosis Using Lightweight and Robust One-Dimensional Convolution Neural Network in the Frequency Domain

• Main Authors: Hakim M., Omran A.A.B., Inayat-Hussain J.I., Ahmed A.N., Abdellatef H., Abdellatif A., Gheni H.M.
• Other Authors: 57853404500
• Format: Article
• Published: MDPI 2023
• Institution: Universiti Tenaga Nasional

Convolution; Convolutional neural networks; Deep learning; Fast Fourier transforms; Fault detection; Frequency domain analysis; Gaussian noise (electronic); Roller bearings; Signal processing; Signal to noise ratio; Time domain analysis; Bearing; Bearing fault diagnosis; Convolution neural network;...